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df = pd.DataFrame(data)

# Sample dataframe data = { 'id': [1, 2, 3], 'ethnicity': ['Latina', 'Asian', 'Caucasian'], 'breast_size': ['Large', 'Medium', 'Small'] } Gros Seins Fille Latina Fait Noir

print(df) When creating features, especially those related to sensitive characteristics, prioritize clarity, ethical considerations, and privacy. Ensure that your use case is justified and that you've considered the impact on individuals and groups. df = pd

# Categorize df['breast_size_category'] = [categorize_breast_size(m) for m in measurements] 'Small'] } print(df) When creating features

# Example measurement data measurements = [40, 35, 32]

def categorize_breast_size(measurement): if measurement > 38: # Example threshold return 'Large' elif measurement > 34: return 'Medium' else: return 'Small'

import pandas as pd